Data Mining in Bioinformatics (Advanced Information and Knowledge Processing)

ISBN 10: 1852336714 / ISBN 13: 9781852336714

Editore: Springer, 2004

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Codice articolo 72C98_93_1852336714

Dati bibliografici

• Titolo: Data Mining in Bioinformatics (Advanced Information and Knowledge Processing)
• Editore: Springer
• Data di pubblicazione: 2004
• Lingua: Inglese
• ISBN 10: 1852336714
• ISBN 13: 9781852336714
• Rilegatura: Hardcover
• Condizione: new

Descrizione articolo

Riassunto

Written especially for computer scientists, all necessary biology is explained.

Presents new techniques on gene expression data mining, gene mapping for disease detection, and phylogenetic knowledge discovery.

Contenuti

Part I - Overview An Introduction to Data Mining in Bioinformatics A Survey of Bio-Data Analysis from Data Mining Perspective Part II - Sequence and Structure Alignment ANTICLUSTRAL: Multiple Sequence Alignment by Antipole Clustering RNA Structyre Comparison and Alignment Part III - Biological Data Mining Piecewise Constant Modeling of Sequential Data using Reversible Jump Markov Chain Monte Carlo Gene Mapping by Pattern Discovery Prediciting Protein Folding Pathways Data Mining Methods for a Systematics of Protein Subcellular Location Mining Chemical Compounds Part IV - Biological Data Managment Phyloinformatics: Towards a Phylogenetic Database Declarative and Efficinet Querying on Protein Secondary Sturctures Scalable Index Structures for Biological Data Glossary References Biographies Index